A Geometric Framework for Unsupervised Anomaly Detection. - Eleazar Eskin; Andrew Arnold; Michael J. Prerau; Leonid Portnoy; Salvatore J. Stolfo (Applications of Data Mining in Computer Security, 2002)

A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance. - Michael J. Prerau; Anne C. Smith; Uri T. Eden; Marianna Yanike; Wendy A. Suzuki; Emery N. Brown (Biol. Cybern., 2008)

Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia. - Eran A. Mukamel; Kin Foon Wong; Michael J. Prerau; Emery N. Brown; Patrick L. Purdon (EMBC, 2011)

Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia. - Kin Foon Kevin Wong; Anne C. Smith; Eric T. Pierce; P. Grace Harrell; John L. Walsh; Andres Felipe Salazar; Casie L. Tavares; Aylin Cimenser; Michael J. Prerau; Eran A. Mukamel; Aaron L. Sampson; Patrick L. Purdon; et al. (EMBC, 2011)

A General Likelihood Framework for Characterizing the Time Course of Neural Activity. - Michael J. Prerau; Uri T. Eden (Neural Comput., 2011)

Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. - Aaron L. Sampson; Behtash Babadi; Michael J. Prerau; Eran A. Mukamel; Emery N. Brown; Patrick L. Purdon (EMBC, 2012)

Tracking non-stationary spectral peak structure in EEG data. - Michael J. Prerau; Patrick L. Purdon; Uri T. Eden (EMBC, 2013)

Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. - Michael J. Prerau; Katie E. Hartnack; Gabriel Obregon-Henao; Aaron L. Sampson; Margaret Merlino; Karen Gannon; Matt T. Bianchi; Jeffrey M. Ellenbogen; Patrick L. Purdon (PLoS Comput. Biol., 2014)

Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference. - Leon Chlon; Andrew H. Song; Sandya Subramanian; Hugo Soulat; John Tauber; Demba E. Ba; Michael J. Prerau (CoRR, 2018)

Multitaper Infinite Hidden Markov Model for EEG. - Andrew H. Song; Leon Chlon; Hugo Soulat; John Tauber; Sandya Subramanian; Demba E. Ba; Michael J. Prerau (EMBC, 2019)

Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. - Feng Liu 011; Emily P. Stephen; Michael J. Prerau; Patrick L. Purdon (NER, 2019)

Estimation of Time-Varying Spectral Peaks and Decomposition of EEG Spectrograms. - Patrick A. Stokes; Michael J. Prerau (IEEE Access, 2020)

A Quantitative Representation of Continuous Brain State During Sleep. - Hyeon Jin Kim; Shuqiang Chen; Uri T. Eden; Michael J. Prerau (NER, 2021)